The invention provides a novel full-humanized antibody which is high in affinity and can be specifically combined with CD26, and a preparation method and application thereof, and belongs to the technical field of a genetically engineered antibody. CD26 is a ubiquitous multifunctional II-type transmembrane glycoprotein, has a plurality of biological functions, and can interact with a plurality of proteins, such as ADA, CD45, FAP-alpha and the like. The invention provides an antibody from a human source or a segment thereof. The antibody or the segment thereof is specifically combined with human CD26, and preferably specifically combined with a CD26 extracellular region; an amino acid sequence of the antibody or the segment thereof comprises a monoclonal antibody which is selected from any region of six complementary determining regions containing a group of sequences of SEQ ID NO:2, SEQ ID NO:3, SEQ ID NO:4, SEQ ID NO:6, SEQ ID NO:7 and SEQ ID NO:8, or a segment thereof or a conjugate of the segment thereof, or an amino acid sequence which is obtained by amino acid replacement or modification. The anti-CD26 single-chain antibody obtained by the method is highly specifically combined with the CD26, and meanwhile, multiplication of tumor cells can also be obviously inhibited.